Extract structured healthcare provider data from every major medical directory and hospital network — doctor name, specialisation, qualifications, clinic address, consultation fees, availability, ratings, and contact details — across any city, any speciality, at any scale.
From India's largest doctor discovery platforms to hospital chain websites and global healthcare directories — one pipeline, every source.
Need a hospital portal or directory not listed here? We build custom scrapers for any healthcare website — typically scoped and live within 5 business days. Tell us what you need →
Every field you need for lead generation, healthcare analytics, provider network mapping, or competitive intelligence — structured and delivery-ready.
A snapshot from a real Practo doctor extract for Mumbai across multiple specialisations. Clean, typed, and geocoded.
| doctor_name | specialisation | qualification | locality | city | fee | experience | rating | reviews | source |
|---|---|---|---|---|---|---|---|---|---|
| Dr. Anita Sharma | Cardiologist | MBBS, MD, DM | Bandra West | Mumbai | ₹1,200 | 18 yrs | 4.8 | 312 | Practo |
| Dr. Rohit Mehta | Dermatologist | MBBS, DVD | Andheri East | Mumbai | ₹800 | 12 yrs | 4.6 | 528 | Lybrate |
| Dr. Priya Nair | Gynaecologist | MBBS, MS | Powai | Mumbai | ₹1,000 | 15 yrs | 4.7 | 890 | Practo |
| Dr. Suresh Iyer | Orthopaedic | MBBS, MS Orth | Dadar | Mumbai | ₹900 | 22 yrs | 4.5 | 204 | JustDial |
| Dr. Kavita Joshi | Paediatrician | MBBS, MD | Malad West | Mumbai | ₹700 | 10 yrs | 4.9 | 1,140 | Practo |
// 5 of N rows shown · full extract includes geocoordinates, consultation hours, telemedicine flags, and clinic affiliation
Build targeted HCP (healthcare professional) lists for field sales and medical representative outreach. Filter by specialisation, city, clinic type, and prescription volume signals.
Power your doctor discovery engine, appointment booking platform, or telehealth marketplace with fresh, structured provider data across cities and specialisations.
Analyse specialist density by city and locality, average consultation fees by specialisation, and doctor supply-demand gaps for healthcare investment and expansion decisions.
Build verified contact lists of doctors and clinic owners for B2B outreach — medical equipment suppliers, insurance firms, continuing medical education providers, and health-tech platforms.
Map empanelled and non-empanelled doctors and hospitals for insurance network analysis, TPA panel expansion, and cashless hospitalisation coverage planning.
Identify and contact relevant specialist physicians for clinical trial recruitment, medical advisory boards, key opinion leader mapping, and research collaboration outreach.
Tell us which directories, medical specialisations, cities, and clinic types you need. We scope the volume, confirm feasibility, and advise on the best combination of sources within 24 hours.
We extract a real sample from your target directories and specialisations. You review field coverage, geocoding accuracy, and contact data quality before committing to the full dataset.
Complete dataset delivered within 48–72 hours depending on volume. Deduplicated across sources where multi-directory extraction is requested — one clean record per doctor.
Schedule a monthly refresh to capture newly registered doctors, closed clinics, fee changes, and updated ratings — delta updates only to keep your database current.
Share your target directories, medical specialisations, and cities. We'll deliver a free sample doctor dataset within 48 hours — no commitment, no credit card required.
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